In Lecture 9 we discuss some common architectures for convolutional neural networks. We discuss architectures which performed well in the ImageNet challenges, including AlexNet, VGGNet, GoogLeNet, and ResNet, as well as other interesting models.
Keywords: AlexNet, VGGNet, GoogLeNet, ResNet, Network in Network, Wide ResNet, ResNeXT, Stochastic Depth, DenseNet, FractalNet, SqueezeNet
Slides: http://cs231n.stanford.edu/slides/2017/cs231n_2017_lecture9.pdf
--------------------------------------------------------------------------------------
Convolutional Neural Networks for VisualRecognition
Instructors:
Fei-Fei Li: http://vision.stanford.edu/feifeili/
Justin Johnson: http://cs.stanford.edu/people/jcjohns/
Serena Yeung: http://ai.stanford.edu/~syyeung/
Computer Vision has become ubiquitous in our society, with applications in search, image understanding, apps, mapping, medicine, drones, and self-driving cars. Core to many of these applications are visual recognition tasks such as image classification, localization and detection. Recent developments in neural network (aka “deep learning”) approaches have greatly advanced the performance of these state-of-the-art visual recognition systems. This lecture collection is a deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification. From this lecture collection, students will learn to implement, train and debug their own neural networks and gain a detailed understanding of cutting-edge research in computer vision.
Website:
http://cs231n.stanford.edu/
For additional learning opportunities please visit:
http://online.stanford.edu/

published:11 Aug 2017

views:24318

In this session, we first look at common approaches to refactoring common legacy .NET applications to microservices and AWS serverless architectures. We also look at modern approaches to .NET-based architectures on AWS. We then elaborate on running .NET Core microservices in Docker containers natively on Linux in AWS while examining the use of AWS SDK and .NET Core platform. We also look at the use of the various AWS services such as AmazonSNS, Amazon SQS, Amazon Kinesis, and Amazon DynamoDB, which provide the backbone of the platform. For example, Experian Consumer Services runs a large ecommerce platform that is now cloud based in the AWS. We look at how they went from monolithic platform to microservices, primarily in .NET Core. With a heavy push to move to Java and open source, we look at the development process, which started in the beta days of .NET Core, and how the direction Microsoft was going allowed them to use existing C# skills while pushing themselves to innovate in AWS. The large, single team of Windows based developers was broken down into several small teams to allow for rapid development into an all Linux environment.

published:30 Nov 2017

views:202

In this session, JP Vasseur, ChiefArchitect for the IoT Group at Cisco and Cisco Fellow, provides a short overview of the IoT architecture and its protocols. This comprehensive architecture addresses these new concerns and presents a meaningful path

published:07 Jul 2014

views:175225

ASP.NET CoreASP.Net 5 Tutorial for Beginners ☞ http://on.codek.tv/VkHvqCbEb
ASP.NET 5 & MVC 6 Tutorial for Beginners ☞ http://on.codek.tv/E1Ai_CWNz
Mastering Docker ☞ https://codequs.com/a/BJgl0ohY
Docker and Containers: The Essentials
☞ https://codequs.com/a/Bkhyd9Sd
Docker Tutorial for DevOps: Run Docker Containers
☞ https://codequs.com/a/ryroa0fj
Expert Programming in C# and .NET
☞ https://codequs.com/a/HJEvPJWh
Learn Parallel Programming with C# and .NET
☞ https://codequs.com/a/SyoOSyt3
Thanks to organisations like Netflix, and the need to develop solutions that scale well in the cloud, microservices have become the hot new topic. Yet, for all the talk, there are few practical examples of how you actually build a microservice in .NET.
It's time to fix that littlle oversight as we show you how you can build a microservices based solution using .NET, and a number of open source tools (EventStore, RabbitMq and Redis to name a few).
You'll also get to understand the pros and cons of a microservices solution and consider how a microservices approach might impact how you and your team relate to your customers.

published:22 Sep 2016

views:41190

A tutorial introduction to GoogLeNet derived from the paper, GoingDeeper with Convolutions.
Slide available at http://www.slideshare.net/aurot/googlenet-insights

Breakout session from Software Architect2013http://software-architect.co.uk/
'Software Architect' is an annual technical conference for software architects and software developers. Featuring both full-day workshops and focused 90-minute breakout sessions, our expert speakers will ensure you and your team understand the fundamentals of software architecture and are up to date with the latest developments, ideologies and best practices.
Please visit http://software-architect.co.uk/ for information on the latest event.
-------------------------------------------------------------------------------------
'Software Architect' is part of DevWeek Events, a series of software development conferences and workshops, including the flagship DevWeek conference (http://devweek.com/), brought to you by Publicis Blueprint.
-------------------------------------------------------------------------------------

published:23 Apr 2015

views:9224

This DynamicArchitecture building by David Fisher will be constantly in motion changing its shape. It will also generate electric energy for itself. more at http://www.kineticarchitecture.net
See more information, for example plumbing at kineticarchitecture.net
http://blog.kineticarchitecture.net/2008/04/ein-pionier/

published:25 Jun 2008

views:2109174

We've seen logic components in action in an earlier series, but how do we work with them when they are all packed together in a CPU? In this episode, we discuss instruction sets to better understand how we can control a CPU without in-depth understanding of its construction!
= 0612 TV =
0612 TV, a sub-project of NERDfirst.net, is an educational YouTube channel. Started in 2008, we have now covered a wide range of topics, from areas such as Programming, Algorithms and Computing Theories, Computer Graphics, Photography, and Specialized Guides for using software such as FFMPEG, Deshaker, GIMP and more!
Enjoy your stay, and don't hesitate to drop me a comment or a personal message to my inbox =) If you like my work, don't forget to subscribe!
Like what you see? Buy me a coffee → http://www.nerdfirst.net/donate/
0612 TV Official Writeup: http://nerdfirst.net/0612tv
More about me: http://about.me/lcc0612
Official Twitter: http://twitter.com/0612tv
= NERDfirst =
NERDfirst is a project allowing me to go above and beyond YouTube videos into areas like app and game development. It will also contain the official 0612 TV blog and other resources.
Watch this space, and keep your eyes peeled on this channel for more updates! http://nerdfirst.net/
-----
Disclaimer: Please note that any information is provided on this channel in good faith, but I cannot guarantee 100% accuracy / correctness on all content. Contributors to this channel are not to be held responsible for any possible outcomes from your use of the information.

Lecture 9 | CNN Architectures

In Lecture 9 we discuss some common architectures for convolutional neural networks. We discuss architectures which performed well in the ImageNet challenges, including AlexNet, VGGNet, GoogLeNet, and ResNet, as well as other interesting models.
Keywords: AlexNet, VGGNet, GoogLeNet, ResNet, Network in Network, Wide ResNet, ResNeXT, Stochastic Depth, DenseNet, FractalNet, SqueezeNet
Slides: http://cs231n.stanford.edu/slides/2017/cs231n_2017_lecture9.pdf
--------------------------------------------------------------------------------------
Convolutional Neural Networks for VisualRecognition
Instructors:
Fei-Fei Li: http://vision.stanford.edu/feifeili/
Justin Johnson: http://cs.stanford.edu/people/jcjohns/
Serena Yeung: http://ai.stanford.edu/~syyeung/
Computer Vision has become ubiquitous in our society, with applications in search, image understanding, apps, mapping, medicine, drones, and self-driving cars. Core to many of these applications are visual recognition tasks such as image classification, localization and detection. Recent developments in neural network (aka “deep learning”) approaches have greatly advanced the performance of these state-of-the-art visual recognition systems. This lecture collection is a deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification. From this lecture collection, students will learn to implement, train and debug their own neural networks and gain a detailed understanding of cutting-edge research in computer vision.
Website:
http://cs231n.stanford.edu/
For additional learning opportunities please visit:
http://online.stanford.edu/

In this session, we first look at common approaches to refactoring common legacy .NET applications to microservices and AWS serverless architectures. We also look at modern approaches to .NET-based architectures on AWS. We then elaborate on running .NET Core microservices in Docker containers natively on Linux in AWS while examining the use of AWS SDK and .NET Core platform. We also look at the use of the various AWS services such as AmazonSNS, Amazon SQS, Amazon Kinesis, and Amazon DynamoDB, which provide the backbone of the platform. For example, Experian Consumer Services runs a large ecommerce platform that is now cloud based in the AWS. We look at how they went from monolithic platform to microservices, primarily in .NET Core. With a heavy push to move to Java and open source, we look at the development process, which started in the beta days of .NET Core, and how the direction Microsoft was going allowed them to use existing C# skills while pushing themselves to innovate in AWS. The large, single team of Windows based developers was broken down into several small teams to allow for rapid development into an all Linux environment.

58:27

The Internet of Things: Architecture and Protocols

The Internet of Things: Architecture and Protocols

The Internet of Things: Architecture and Protocols

In this session, JP Vasseur, ChiefArchitect for the IoT Group at Cisco and Cisco Fellow, provides a short overview of the IoT architecture and its protocols. This comprehensive architecture addresses these new concerns and presents a meaningful path

1:03:02

How to build .NET Microservices

How to build .NET Microservices

How to build .NET Microservices

ASP.NET CoreASP.Net 5 Tutorial for Beginners ☞ http://on.codek.tv/VkHvqCbEb
ASP.NET 5 & MVC 6 Tutorial for Beginners ☞ http://on.codek.tv/E1Ai_CWNz
Mastering Docker ☞ https://codequs.com/a/BJgl0ohY
Docker and Containers: The Essentials
☞ https://codequs.com/a/Bkhyd9Sd
Docker Tutorial for DevOps: Run Docker Containers
☞ https://codequs.com/a/ryroa0fj
Expert Programming in C# and .NET
☞ https://codequs.com/a/HJEvPJWh
Learn Parallel Programming with C# and .NET
☞ https://codequs.com/a/SyoOSyt3
Thanks to organisations like Netflix, and the need to develop solutions that scale well in the cloud, microservices have become the hot new topic. Yet, for all the talk, there are few practical examples of how you actually build a microservice in .NET.
It's time to fix that littlle oversight as we show you how you can build a microservices based solution using .NET, and a number of open source tools (EventStore, RabbitMq and Redis to name a few).
You'll also get to understand the pros and cons of a microservices solution and consider how a microservices approach might impact how you and your team relate to your customers.

21:59

GoogLeNet Tutorial

GoogLeNet Tutorial

GoogLeNet Tutorial

A tutorial introduction to GoogLeNet derived from the paper, GoingDeeper with Convolutions.
Slide available at http://www.slideshare.net/aurot/googlenet-insights

Securing ASP NET web API based architectures Dominick Baier

Breakout session from Software Architect2013http://software-architect.co.uk/
'Software Architect' is an annual technical conference for software architects and software developers. Featuring both full-day workshops and focused 90-minute breakout sessions, our expert speakers will ensure you and your team understand the fundamentals of software architecture and are up to date with the latest developments, ideologies and best practices.
Please visit http://software-architect.co.uk/ for information on the latest event.
-------------------------------------------------------------------------------------
'Software Architect' is part of DevWeek Events, a series of software development conferences and workshops, including the flagship DevWeek conference (http://devweek.com/), brought to you by Publicis Blueprint.
-------------------------------------------------------------------------------------

1:31

Dynamic Architecture - Rotating Tower

Dynamic Architecture - Rotating Tower

Dynamic Architecture - Rotating Tower

This DynamicArchitecture building by David Fisher will be constantly in motion changing its shape. It will also generate electric energy for itself. more at http://www.kineticarchitecture.net
See more information, for example plumbing at kineticarchitecture.net
http://blog.kineticarchitecture.net/2008/04/ein-pionier/

13:35

Instruction Set Architectures

Instruction Set Architectures

Instruction Set Architectures

We've seen logic components in action in an earlier series, but how do we work with them when they are all packed together in a CPU? In this episode, we discuss instruction sets to better understand how we can control a CPU without in-depth understanding of its construction!
= 0612 TV =
0612 TV, a sub-project of NERDfirst.net, is an educational YouTube channel. Started in 2008, we have now covered a wide range of topics, from areas such as Programming, Algorithms and Computing Theories, Computer Graphics, Photography, and Specialized Guides for using software such as FFMPEG, Deshaker, GIMP and more!
Enjoy your stay, and don't hesitate to drop me a comment or a personal message to my inbox =) If you like my work, don't forget to subscribe!
Like what you see? Buy me a coffee → http://www.nerdfirst.net/donate/
0612 TV Official Writeup: http://nerdfirst.net/0612tv
More about me: http://about.me/lcc0612
Official Twitter: http://twitter.com/0612tv
= NERDfirst =
NERDfirst is a project allowing me to go above and beyond YouTube videos into areas like app and game development. It will also contain the official 0612 TV blog and other resources.
Watch this space, and keep your eyes peeled on this channel for more updates! http://nerdfirst.net/
-----
Disclaimer: Please note that any information is provided on this channel in good faith, but I cannot guarantee 100% accuracy / correctness on all content. Contributors to this channel are not to be held responsible for any possible outcomes from your use of the information.

3 Tier

Enroll Into the full course here http://www.manzoorthetrainer.com/courses/

1:02:13

New Architectures Driving Cable Broadband Networks

New Architectures Driving Cable Broadband Networks

New Architectures Driving Cable Broadband Networks

Cable operators and competitive carriers are quickly expanding their data networks beyond residential broadband access to support IP video, business services, mobile backhaul, and cable WiFi. New alternative technologies are emerging with the goal of delivering these advanced services more efficiently than current cable modem termination system (CMTS), DOCSIS, and edge quadrature amplitude modulation (QAM).
This webinar explores how cable operators can approach distributed architectures, including an in-depth look at the impact of new IP services on the network and the new technologies that are changing the way cable networks are built.

15:25

Overview of Layered Architectures

Overview of Layered Architectures

Overview of Layered Architectures

This video gives an overview of layered architectures in general, including the Layering pattern from the POSA1 book. It then explains the rational for the layers in Android's architecture.

3:19

n-Tier Architecture Explained

n-Tier Architecture Explained

n-Tier Architecture Explained

This video explains the concept of n-Tier architecture and why it's so useful to your business applications. To learn more: http://www.mrc-productivity.com.

10 Biggest Architecture Fails In The World

Top 10 shocking architectural failures in history!
Subscribe to our channel: http://goo.gl/9CwQhg
For copyright matters please contact us at: david.f@valnetinc.com
Other Videos You Might Like
Roads You Wouldn't Want ToDrive On https://youtu.be/ym4uVS-5tSA?list=PLXK3uPjJ22FUgkmE10ySoALx9YjknvXHI
The Largest Things In The World https://youtu.be/V1lfjKqGgf8?list=PLXK3uPjJ22FUgkmE10ySoALx9YjknvXHI
Description:
Architecture is one of the most astounding and complex professions in the world today. It has only been well over a century since skyscrapers first made their appearance in the late nineteenth century, complete with photos of the construction that alarmingly include men eating their lunch thousands of feet into the air with nothing to hang on to should they fall. Architecture requires some of the most brilliant minds in the world today, as complex designs have to have a way to stay standing. If you look at buildings from the earlier times, they looked like square boxes with some windows. But the innovation of design has challenged architects to be more creative and productive in their designs. From buildings to bridges, people want more aesthetics than functionality these days. However, functionality is crucial because it can make the difference between life and death.
If a student makes an error on their test, the worst thing that will happen is that they get a bad grade. If an artist messes up on a piece, the worst thing that will happen is that there was time lost and wasted. But if an architect makes an error, then there is more devastation and more at risk. If an architect writes up plans that are flawed, and those plans are published around the world, then there is potential for worldwide catastrophe. When it all comes down to it, architectural failures can be devastating and lives can be lost at epic proportions.
In this video are ten of the biggest architecture failures that have ever occurred around the world. Not only did these fails result in monetary loss, but also resulted in catastrophic damage to the people involved that involved PTSD and death. From the collapse of bridges to the downfall of some of the mightiest buildings to have ever existed, these failures are a grim reminder that we are still not perfect and have a lot of work to do in terms of how much we can create on our own.
Sometimes loss of life isn’t the only major issue when it comes to architecture failures. Sometimes it’s something as simple as color of the building. Take the Walt Disney Concert Hall and the VdaraHotel and Spa. The buildings are both very shiny and reflect the sun, thus unintentionally creating a massive heat ray that moves as the Earth moves around the sun. People have actually reported their hair getting singe and plastic melting from the rays coming off of the buildings. Perhaps that’s why we don’t see many silver buildings anymore?
The entries in this video are both tragic and humorous. As the art of architecture continues to evolve and change, we will likely see more failures come as experimentation in the building world continues to progress. We are learning with each building how to create something bigger and better, along with making sure that the building is safe and not put together with paperclips, glue, and maybe a few thumbtacks.
Our Social Media:
Facebook: https://www.facebook.com/TheRichest.org
Twitter: https://twitter.com/TheRichest_Com
Instagram: http://instagram.com/therichest
Featuring:
SavarBuildingCitigroup Center
Walt Disney Concert Hall
KatowiceTradeHallLotus RiversideSilver BridgeKemper ArenaJohn Hancock Tower
Vdara Hotel & Spa
Hotel New World
For more videos and articles visit:
http://www.therichest.com/
TheRichest is the world's leading source of shocking and intriguing content surrounding celebrities, money, global events, society, pop culture, sports and much more. We create high quality top 10 and top 5 list based videos filled with mind blowing interesting and entertaining facts you are going to love and enjoy. Currently updating every day!

In this session, we first look at common approaches to refactoring common legacy .NET applications to microservices and AWS serverless architectures. We also look at modern approaches to .NET-based architectures on AWS. We then elaborate on running .NET Core microservices in Docker containers natively on Linux in AWS while examining the use of AWS SDK and .NET Core platform. We also look at the use of the various AWS services such as AmazonSNS, Amazon SQS, Amazon Kinesis, and Amazon DynamoDB, which provide the backbone of the platform. For example, Experian Consumer Services runs a large ecommerce platform that is now cloud based in the AWS. We look at how they went from monolithic platform to microservices, primarily in .NET Core. With a heavy push to move to Java and open source, we loo...

published: 30 Nov 2017

The Internet of Things: Architecture and Protocols

In this session, JP Vasseur, ChiefArchitect for the IoT Group at Cisco and Cisco Fellow, provides a short overview of the IoT architecture and its protocols. This comprehensive architecture addresses these new concerns and presents a meaningful path

published: 07 Jul 2014

How to build .NET Microservices

ASP.NET CoreASP.Net 5 Tutorial for Beginners ☞ http://on.codek.tv/VkHvqCbEb
ASP.NET 5 & MVC 6 Tutorial for Beginners ☞ http://on.codek.tv/E1Ai_CWNz
Mastering Docker ☞ https://codequs.com/a/BJgl0ohY
Docker and Containers: The Essentials
☞ https://codequs.com/a/Bkhyd9Sd
Docker Tutorial for DevOps: Run Docker Containers
☞ https://codequs.com/a/ryroa0fj
Expert Programming in C# and .NET
☞ https://codequs.com/a/HJEvPJWh
Learn Parallel Programming with C# and .NET
☞ https://codequs.com/a/SyoOSyt3
Thanks to organisations like Netflix, and the need to develop solutions that scale well in the cloud, microservices have become the hot new topic. Yet, for all the talk, there are few practical examples of how you actually build a microservice in .NET.
It's time to fix that littlle oversight as w...

published: 22 Sep 2016

GoogLeNet Tutorial

A tutorial introduction to GoogLeNet derived from the paper, GoingDeeper with Convolutions.
Slide available at http://www.slideshare.net/aurot/googlenet-insights

Beer:30 - Network Architecture Review

Securing ASP NET web API based architectures Dominick Baier

Breakout session from Software Architect2013http://software-architect.co.uk/
'Software Architect' is an annual technical conference for software architects and software developers. Featuring both full-day workshops and focused 90-minute breakout sessions, our expert speakers will ensure you and your team understand the fundamentals of software architecture and are up to date with the latest developments, ideologies and best practices.
Please visit http://software-architect.co.uk/ for information on the latest event.
-------------------------------------------------------------------------------------
'Software Architect' is part of DevWeek Events, a series of software development conferences and workshops, including the flagship DevWeek conference (http://devweek.com/), brought to y...

published: 23 Apr 2015

Dynamic Architecture - Rotating Tower

This DynamicArchitecture building by David Fisher will be constantly in motion changing its shape. It will also generate electric energy for itself. more at http://www.kineticarchitecture.net
See more information, for example plumbing at kineticarchitecture.net
http://blog.kineticarchitecture.net/2008/04/ein-pionier/

published: 25 Jun 2008

Instruction Set Architectures

We've seen logic components in action in an earlier series, but how do we work with them when they are all packed together in a CPU? In this episode, we discuss instruction sets to better understand how we can control a CPU without in-depth understanding of its construction!
= 0612 TV =
0612 TV, a sub-project of NERDfirst.net, is an educational YouTube channel. Started in 2008, we have now covered a wide range of topics, from areas such as Programming, Algorithms and Computing Theories, Computer Graphics, Photography, and Specialized Guides for using software such as FFMPEG, Deshaker, GIMP and more!
Enjoy your stay, and don't hesitate to drop me a comment or a personal message to my inbox =) If you like my work, don't forget to subscribe!
Like what you see? Buy me a coffee → http://www....

3 Tier

Enroll Into the full course here http://www.manzoorthetrainer.com/courses/

published: 24 Dec 2009

New Architectures Driving Cable Broadband Networks

Cable operators and competitive carriers are quickly expanding their data networks beyond residential broadband access to support IP video, business services, mobile backhaul, and cable WiFi. New alternative technologies are emerging with the goal of delivering these advanced services more efficiently than current cable modem termination system (CMTS), DOCSIS, and edge quadrature amplitude modulation (QAM).
This webinar explores how cable operators can approach distributed architectures, including an in-depth look at the impact of new IP services on the network and the new technologies that are changing the way cable networks are built.

published: 11 Feb 2015

Overview of Layered Architectures

This video gives an overview of layered architectures in general, including the Layering pattern from the POSA1 book. It then explains the rational for the layers in Android's architecture.

published: 15 Nov 2017

n-Tier Architecture Explained

This video explains the concept of n-Tier architecture and why it's so useful to your business applications. To learn more: http://www.mrc-productivity.com.

1. Types of Neural Network Architectures

10 Biggest Architecture Fails In The World

Top 10 shocking architectural failures in history!
Subscribe to our channel: http://goo.gl/9CwQhg
For copyright matters please contact us at: david.f@valnetinc.com
Other Videos You Might Like
Roads You Wouldn't Want ToDrive On https://youtu.be/ym4uVS-5tSA?list=PLXK3uPjJ22FUgkmE10ySoALx9YjknvXHI
The Largest Things In The World https://youtu.be/V1lfjKqGgf8?list=PLXK3uPjJ22FUgkmE10ySoALx9YjknvXHI
Description:
Architecture is one of the most astounding and complex professions in the world today. It has only been well over a century since skyscrapers first made their appearance in the late nineteenth century, complete with photos of the construction that alarmingly include men eating their lunch thousands of feet into the air with nothing to hang on to should they fall. Architecture requir...

2 ASP NET Architecture

ADO NET - Disconnected Architecture

Lecture 9 | CNN Architectures

In Lecture 9 we discuss some common architectures for convolutional neural networks. We discuss architectures which performed well in the ImageNet challenges, i...

In Lecture 9 we discuss some common architectures for convolutional neural networks. We discuss architectures which performed well in the ImageNet challenges, including AlexNet, VGGNet, GoogLeNet, and ResNet, as well as other interesting models.
Keywords: AlexNet, VGGNet, GoogLeNet, ResNet, Network in Network, Wide ResNet, ResNeXT, Stochastic Depth, DenseNet, FractalNet, SqueezeNet
Slides: http://cs231n.stanford.edu/slides/2017/cs231n_2017_lecture9.pdf
--------------------------------------------------------------------------------------
Convolutional Neural Networks for VisualRecognition
Instructors:
Fei-Fei Li: http://vision.stanford.edu/feifeili/
Justin Johnson: http://cs.stanford.edu/people/jcjohns/
Serena Yeung: http://ai.stanford.edu/~syyeung/
Computer Vision has become ubiquitous in our society, with applications in search, image understanding, apps, mapping, medicine, drones, and self-driving cars. Core to many of these applications are visual recognition tasks such as image classification, localization and detection. Recent developments in neural network (aka “deep learning”) approaches have greatly advanced the performance of these state-of-the-art visual recognition systems. This lecture collection is a deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification. From this lecture collection, students will learn to implement, train and debug their own neural networks and gain a detailed understanding of cutting-edge research in computer vision.
Website:
http://cs231n.stanford.edu/
For additional learning opportunities please visit:
http://online.stanford.edu/

In Lecture 9 we discuss some common architectures for convolutional neural networks. We discuss architectures which performed well in the ImageNet challenges, including AlexNet, VGGNet, GoogLeNet, and ResNet, as well as other interesting models.
Keywords: AlexNet, VGGNet, GoogLeNet, ResNet, Network in Network, Wide ResNet, ResNeXT, Stochastic Depth, DenseNet, FractalNet, SqueezeNet
Slides: http://cs231n.stanford.edu/slides/2017/cs231n_2017_lecture9.pdf
--------------------------------------------------------------------------------------
Convolutional Neural Networks for VisualRecognition
Instructors:
Fei-Fei Li: http://vision.stanford.edu/feifeili/
Justin Johnson: http://cs.stanford.edu/people/jcjohns/
Serena Yeung: http://ai.stanford.edu/~syyeung/
Computer Vision has become ubiquitous in our society, with applications in search, image understanding, apps, mapping, medicine, drones, and self-driving cars. Core to many of these applications are visual recognition tasks such as image classification, localization and detection. Recent developments in neural network (aka “deep learning”) approaches have greatly advanced the performance of these state-of-the-art visual recognition systems. This lecture collection is a deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification. From this lecture collection, students will learn to implement, train and debug their own neural networks and gain a detailed understanding of cutting-edge research in computer vision.
Website:
http://cs231n.stanford.edu/
For additional learning opportunities please visit:
http://online.stanford.edu/

In this session, we first look at common approaches to refactoring common legacy .NET applications to microservices and AWS serverless architectures. We also lo...

In this session, we first look at common approaches to refactoring common legacy .NET applications to microservices and AWS serverless architectures. We also look at modern approaches to .NET-based architectures on AWS. We then elaborate on running .NET Core microservices in Docker containers natively on Linux in AWS while examining the use of AWS SDK and .NET Core platform. We also look at the use of the various AWS services such as AmazonSNS, Amazon SQS, Amazon Kinesis, and Amazon DynamoDB, which provide the backbone of the platform. For example, Experian Consumer Services runs a large ecommerce platform that is now cloud based in the AWS. We look at how they went from monolithic platform to microservices, primarily in .NET Core. With a heavy push to move to Java and open source, we look at the development process, which started in the beta days of .NET Core, and how the direction Microsoft was going allowed them to use existing C# skills while pushing themselves to innovate in AWS. The large, single team of Windows based developers was broken down into several small teams to allow for rapid development into an all Linux environment.

In this session, we first look at common approaches to refactoring common legacy .NET applications to microservices and AWS serverless architectures. We also look at modern approaches to .NET-based architectures on AWS. We then elaborate on running .NET Core microservices in Docker containers natively on Linux in AWS while examining the use of AWS SDK and .NET Core platform. We also look at the use of the various AWS services such as AmazonSNS, Amazon SQS, Amazon Kinesis, and Amazon DynamoDB, which provide the backbone of the platform. For example, Experian Consumer Services runs a large ecommerce platform that is now cloud based in the AWS. We look at how they went from monolithic platform to microservices, primarily in .NET Core. With a heavy push to move to Java and open source, we look at the development process, which started in the beta days of .NET Core, and how the direction Microsoft was going allowed them to use existing C# skills while pushing themselves to innovate in AWS. The large, single team of Windows based developers was broken down into several small teams to allow for rapid development into an all Linux environment.

The Internet of Things: Architecture and Protocols

In this session, JP Vasseur, ChiefArchitect for the IoT Group at Cisco and Cisco Fellow, provides a short overview of the IoT architecture and its protocols. T...

In this session, JP Vasseur, ChiefArchitect for the IoT Group at Cisco and Cisco Fellow, provides a short overview of the IoT architecture and its protocols. This comprehensive architecture addresses these new concerns and presents a meaningful path

In this session, JP Vasseur, ChiefArchitect for the IoT Group at Cisco and Cisco Fellow, provides a short overview of the IoT architecture and its protocols. This comprehensive architecture addresses these new concerns and presents a meaningful path

ASP.NET CoreASP.Net 5 Tutorial for Beginners ☞ http://on.codek.tv/VkHvqCbEb
ASP.NET 5 & MVC 6 Tutorial for Beginners ☞ http://on.codek.tv/E1Ai_CWNz
Mastering Docker ☞ https://codequs.com/a/BJgl0ohY
Docker and Containers: The Essentials
☞ https://codequs.com/a/Bkhyd9Sd
Docker Tutorial for DevOps: Run Docker Containers
☞ https://codequs.com/a/ryroa0fj
Expert Programming in C# and .NET
☞ https://codequs.com/a/HJEvPJWh
Learn Parallel Programming with C# and .NET
☞ https://codequs.com/a/SyoOSyt3
Thanks to organisations like Netflix, and the need to develop solutions that scale well in the cloud, microservices have become the hot new topic. Yet, for all the talk, there are few practical examples of how you actually build a microservice in .NET.
It's time to fix that littlle oversight as we show you how you can build a microservices based solution using .NET, and a number of open source tools (EventStore, RabbitMq and Redis to name a few).
You'll also get to understand the pros and cons of a microservices solution and consider how a microservices approach might impact how you and your team relate to your customers.

ASP.NET CoreASP.Net 5 Tutorial for Beginners ☞ http://on.codek.tv/VkHvqCbEb
ASP.NET 5 & MVC 6 Tutorial for Beginners ☞ http://on.codek.tv/E1Ai_CWNz
Mastering Docker ☞ https://codequs.com/a/BJgl0ohY
Docker and Containers: The Essentials
☞ https://codequs.com/a/Bkhyd9Sd
Docker Tutorial for DevOps: Run Docker Containers
☞ https://codequs.com/a/ryroa0fj
Expert Programming in C# and .NET
☞ https://codequs.com/a/HJEvPJWh
Learn Parallel Programming with C# and .NET
☞ https://codequs.com/a/SyoOSyt3
Thanks to organisations like Netflix, and the need to develop solutions that scale well in the cloud, microservices have become the hot new topic. Yet, for all the talk, there are few practical examples of how you actually build a microservice in .NET.
It's time to fix that littlle oversight as we show you how you can build a microservices based solution using .NET, and a number of open source tools (EventStore, RabbitMq and Redis to name a few).
You'll also get to understand the pros and cons of a microservices solution and consider how a microservices approach might impact how you and your team relate to your customers.

Breakout session from Software Architect2013http://software-architect.co.uk/
'Software Architect' is an annual technical conference for software architects and software developers. Featuring both full-day workshops and focused 90-minute breakout sessions, our expert speakers will ensure you and your team understand the fundamentals of software architecture and are up to date with the latest developments, ideologies and best practices.
Please visit http://software-architect.co.uk/ for information on the latest event.
-------------------------------------------------------------------------------------
'Software Architect' is part of DevWeek Events, a series of software development conferences and workshops, including the flagship DevWeek conference (http://devweek.com/), brought to you by Publicis Blueprint.
-------------------------------------------------------------------------------------

Breakout session from Software Architect2013http://software-architect.co.uk/
'Software Architect' is an annual technical conference for software architects and software developers. Featuring both full-day workshops and focused 90-minute breakout sessions, our expert speakers will ensure you and your team understand the fundamentals of software architecture and are up to date with the latest developments, ideologies and best practices.
Please visit http://software-architect.co.uk/ for information on the latest event.
-------------------------------------------------------------------------------------
'Software Architect' is part of DevWeek Events, a series of software development conferences and workshops, including the flagship DevWeek conference (http://devweek.com/), brought to you by Publicis Blueprint.
-------------------------------------------------------------------------------------

This DynamicArchitecture building by David Fisher will be constantly in motion changing its shape. It will also generate electric energy for itself. more at http://www.kineticarchitecture.net
See more information, for example plumbing at kineticarchitecture.net
http://blog.kineticarchitecture.net/2008/04/ein-pionier/

This DynamicArchitecture building by David Fisher will be constantly in motion changing its shape. It will also generate electric energy for itself. more at http://www.kineticarchitecture.net
See more information, for example plumbing at kineticarchitecture.net
http://blog.kineticarchitecture.net/2008/04/ein-pionier/

Instruction Set Architectures

We've seen logic components in action in an earlier series, but how do we work with them when they are all packed together in a CPU? In this episode, we discuss...

We've seen logic components in action in an earlier series, but how do we work with them when they are all packed together in a CPU? In this episode, we discuss instruction sets to better understand how we can control a CPU without in-depth understanding of its construction!
= 0612 TV =
0612 TV, a sub-project of NERDfirst.net, is an educational YouTube channel. Started in 2008, we have now covered a wide range of topics, from areas such as Programming, Algorithms and Computing Theories, Computer Graphics, Photography, and Specialized Guides for using software such as FFMPEG, Deshaker, GIMP and more!
Enjoy your stay, and don't hesitate to drop me a comment or a personal message to my inbox =) If you like my work, don't forget to subscribe!
Like what you see? Buy me a coffee → http://www.nerdfirst.net/donate/
0612 TV Official Writeup: http://nerdfirst.net/0612tv
More about me: http://about.me/lcc0612
Official Twitter: http://twitter.com/0612tv
= NERDfirst =
NERDfirst is a project allowing me to go above and beyond YouTube videos into areas like app and game development. It will also contain the official 0612 TV blog and other resources.
Watch this space, and keep your eyes peeled on this channel for more updates! http://nerdfirst.net/
-----
Disclaimer: Please note that any information is provided on this channel in good faith, but I cannot guarantee 100% accuracy / correctness on all content. Contributors to this channel are not to be held responsible for any possible outcomes from your use of the information.

We've seen logic components in action in an earlier series, but how do we work with them when they are all packed together in a CPU? In this episode, we discuss instruction sets to better understand how we can control a CPU without in-depth understanding of its construction!
= 0612 TV =
0612 TV, a sub-project of NERDfirst.net, is an educational YouTube channel. Started in 2008, we have now covered a wide range of topics, from areas such as Programming, Algorithms and Computing Theories, Computer Graphics, Photography, and Specialized Guides for using software such as FFMPEG, Deshaker, GIMP and more!
Enjoy your stay, and don't hesitate to drop me a comment or a personal message to my inbox =) If you like my work, don't forget to subscribe!
Like what you see? Buy me a coffee → http://www.nerdfirst.net/donate/
0612 TV Official Writeup: http://nerdfirst.net/0612tv
More about me: http://about.me/lcc0612
Official Twitter: http://twitter.com/0612tv
= NERDfirst =
NERDfirst is a project allowing me to go above and beyond YouTube videos into areas like app and game development. It will also contain the official 0612 TV blog and other resources.
Watch this space, and keep your eyes peeled on this channel for more updates! http://nerdfirst.net/
-----
Disclaimer: Please note that any information is provided on this channel in good faith, but I cannot guarantee 100% accuracy / correctness on all content. Contributors to this channel are not to be held responsible for any possible outcomes from your use of the information.

Cable operators and competitive carriers are quickly expanding their data networks beyond residential broadband access to support IP video, business services, mobile backhaul, and cable WiFi. New alternative technologies are emerging with the goal of delivering these advanced services more efficiently than current cable modem termination system (CMTS), DOCSIS, and edge quadrature amplitude modulation (QAM).
This webinar explores how cable operators can approach distributed architectures, including an in-depth look at the impact of new IP services on the network and the new technologies that are changing the way cable networks are built.

Cable operators and competitive carriers are quickly expanding their data networks beyond residential broadband access to support IP video, business services, mobile backhaul, and cable WiFi. New alternative technologies are emerging with the goal of delivering these advanced services more efficiently than current cable modem termination system (CMTS), DOCSIS, and edge quadrature amplitude modulation (QAM).
This webinar explores how cable operators can approach distributed architectures, including an in-depth look at the impact of new IP services on the network and the new technologies that are changing the way cable networks are built.

Top 10 shocking architectural failures in history!
Subscribe to our channel: http://goo.gl/9CwQhg
For copyright matters please contact us at: david.f@valnetinc.com
Other Videos You Might Like
Roads You Wouldn't Want ToDrive On https://youtu.be/ym4uVS-5tSA?list=PLXK3uPjJ22FUgkmE10ySoALx9YjknvXHI
The Largest Things In The World https://youtu.be/V1lfjKqGgf8?list=PLXK3uPjJ22FUgkmE10ySoALx9YjknvXHI
Description:
Architecture is one of the most astounding and complex professions in the world today. It has only been well over a century since skyscrapers first made their appearance in the late nineteenth century, complete with photos of the construction that alarmingly include men eating their lunch thousands of feet into the air with nothing to hang on to should they fall. Architecture requires some of the most brilliant minds in the world today, as complex designs have to have a way to stay standing. If you look at buildings from the earlier times, they looked like square boxes with some windows. But the innovation of design has challenged architects to be more creative and productive in their designs. From buildings to bridges, people want more aesthetics than functionality these days. However, functionality is crucial because it can make the difference between life and death.
If a student makes an error on their test, the worst thing that will happen is that they get a bad grade. If an artist messes up on a piece, the worst thing that will happen is that there was time lost and wasted. But if an architect makes an error, then there is more devastation and more at risk. If an architect writes up plans that are flawed, and those plans are published around the world, then there is potential for worldwide catastrophe. When it all comes down to it, architectural failures can be devastating and lives can be lost at epic proportions.
In this video are ten of the biggest architecture failures that have ever occurred around the world. Not only did these fails result in monetary loss, but also resulted in catastrophic damage to the people involved that involved PTSD and death. From the collapse of bridges to the downfall of some of the mightiest buildings to have ever existed, these failures are a grim reminder that we are still not perfect and have a lot of work to do in terms of how much we can create on our own.
Sometimes loss of life isn’t the only major issue when it comes to architecture failures. Sometimes it’s something as simple as color of the building. Take the Walt Disney Concert Hall and the VdaraHotel and Spa. The buildings are both very shiny and reflect the sun, thus unintentionally creating a massive heat ray that moves as the Earth moves around the sun. People have actually reported their hair getting singe and plastic melting from the rays coming off of the buildings. Perhaps that’s why we don’t see many silver buildings anymore?
The entries in this video are both tragic and humorous. As the art of architecture continues to evolve and change, we will likely see more failures come as experimentation in the building world continues to progress. We are learning with each building how to create something bigger and better, along with making sure that the building is safe and not put together with paperclips, glue, and maybe a few thumbtacks.
Our Social Media:
Facebook: https://www.facebook.com/TheRichest.org
Twitter: https://twitter.com/TheRichest_Com
Instagram: http://instagram.com/therichest
Featuring:
SavarBuildingCitigroup Center
Walt Disney Concert Hall
KatowiceTradeHallLotus RiversideSilver BridgeKemper ArenaJohn Hancock Tower
Vdara Hotel & Spa
Hotel New World
For more videos and articles visit:
http://www.therichest.com/
TheRichest is the world's leading source of shocking and intriguing content surrounding celebrities, money, global events, society, pop culture, sports and much more. We create high quality top 10 and top 5 list based videos filled with mind blowing interesting and entertaining facts you are going to love and enjoy. Currently updating every day!

Top 10 shocking architectural failures in history!
Subscribe to our channel: http://goo.gl/9CwQhg
For copyright matters please contact us at: david.f@valnetinc.com
Other Videos You Might Like
Roads You Wouldn't Want ToDrive On https://youtu.be/ym4uVS-5tSA?list=PLXK3uPjJ22FUgkmE10ySoALx9YjknvXHI
The Largest Things In The World https://youtu.be/V1lfjKqGgf8?list=PLXK3uPjJ22FUgkmE10ySoALx9YjknvXHI
Description:
Architecture is one of the most astounding and complex professions in the world today. It has only been well over a century since skyscrapers first made their appearance in the late nineteenth century, complete with photos of the construction that alarmingly include men eating their lunch thousands of feet into the air with nothing to hang on to should they fall. Architecture requires some of the most brilliant minds in the world today, as complex designs have to have a way to stay standing. If you look at buildings from the earlier times, they looked like square boxes with some windows. But the innovation of design has challenged architects to be more creative and productive in their designs. From buildings to bridges, people want more aesthetics than functionality these days. However, functionality is crucial because it can make the difference between life and death.
If a student makes an error on their test, the worst thing that will happen is that they get a bad grade. If an artist messes up on a piece, the worst thing that will happen is that there was time lost and wasted. But if an architect makes an error, then there is more devastation and more at risk. If an architect writes up plans that are flawed, and those plans are published around the world, then there is potential for worldwide catastrophe. When it all comes down to it, architectural failures can be devastating and lives can be lost at epic proportions.
In this video are ten of the biggest architecture failures that have ever occurred around the world. Not only did these fails result in monetary loss, but also resulted in catastrophic damage to the people involved that involved PTSD and death. From the collapse of bridges to the downfall of some of the mightiest buildings to have ever existed, these failures are a grim reminder that we are still not perfect and have a lot of work to do in terms of how much we can create on our own.
Sometimes loss of life isn’t the only major issue when it comes to architecture failures. Sometimes it’s something as simple as color of the building. Take the Walt Disney Concert Hall and the VdaraHotel and Spa. The buildings are both very shiny and reflect the sun, thus unintentionally creating a massive heat ray that moves as the Earth moves around the sun. People have actually reported their hair getting singe and plastic melting from the rays coming off of the buildings. Perhaps that’s why we don’t see many silver buildings anymore?
The entries in this video are both tragic and humorous. As the art of architecture continues to evolve and change, we will likely see more failures come as experimentation in the building world continues to progress. We are learning with each building how to create something bigger and better, along with making sure that the building is safe and not put together with paperclips, glue, and maybe a few thumbtacks.
Our Social Media:
Facebook: https://www.facebook.com/TheRichest.org
Twitter: https://twitter.com/TheRichest_Com
Instagram: http://instagram.com/therichest
Featuring:
SavarBuildingCitigroup Center
Walt Disney Concert Hall
KatowiceTradeHallLotus RiversideSilver BridgeKemper ArenaJohn Hancock Tower
Vdara Hotel & Spa
Hotel New World
For more videos and articles visit:
http://www.therichest.com/
TheRichest is the world's leading source of shocking and intriguing content surrounding celebrities, money, global events, society, pop culture, sports and much more. We create high quality top 10 and top 5 list based videos filled with mind blowing interesting and entertaining facts you are going to love and enjoy. Currently updating every day!

In this session, we first look at common approaches to refactoring common legacy .NET applications to microservices and AWS serverless architectures. We also look at modern approaches to .NET-based architectures on AWS. We then elaborate on running .NET Core microservices in Docker containers natively on Linux in AWS while examining the use of AWS SDK and .NET Core platform. We also look at the use of the various AWS services such as AmazonSNS, Amazon SQS, Amazon Kinesis, and Amazon DynamoDB, which provide the backbone of the platform. For example, Experian Consumer Services runs a large ecommerce platform that is now cloud based in the AWS. We look at how they went from monolithic platform to microservices, primarily in .NET Core. With a heavy push to move to Java and open source, we loo...

published: 30 Nov 2017

The Internet of Things: Architecture and Protocols

In this session, JP Vasseur, ChiefArchitect for the IoT Group at Cisco and Cisco Fellow, provides a short overview of the IoT architecture and its protocols. This comprehensive architecture addresses these new concerns and presents a meaningful path

published: 07 Jul 2014

How to build .NET Microservices

ASP.NET CoreASP.Net 5 Tutorial for Beginners ☞ http://on.codek.tv/VkHvqCbEb
ASP.NET 5 & MVC 6 Tutorial for Beginners ☞ http://on.codek.tv/E1Ai_CWNz
Mastering Docker ☞ https://codequs.com/a/BJgl0ohY
Docker and Containers: The Essentials
☞ https://codequs.com/a/Bkhyd9Sd
Docker Tutorial for DevOps: Run Docker Containers
☞ https://codequs.com/a/ryroa0fj
Expert Programming in C# and .NET
☞ https://codequs.com/a/HJEvPJWh
Learn Parallel Programming with C# and .NET
☞ https://codequs.com/a/SyoOSyt3
Thanks to organisations like Netflix, and the need to develop solutions that scale well in the cloud, microservices have become the hot new topic. Yet, for all the talk, there are few practical examples of how you actually build a microservice in .NET.
It's time to fix that littlle oversight as w...

published: 22 Sep 2016

Part 3 - C# Tutorial - How to develop application in N-Tier Architecture?

Securing ASP NET web API based architectures Dominick Baier

Breakout session from Software Architect2013http://software-architect.co.uk/
'Software Architect' is an annual technical conference for software architects and software developers. Featuring both full-day workshops and focused 90-minute breakout sessions, our expert speakers will ensure you and your team understand the fundamentals of software architecture and are up to date with the latest developments, ideologies and best practices.
Please visit http://software-architect.co.uk/ for information on the latest event.
-------------------------------------------------------------------------------------
'Software Architect' is part of DevWeek Events, a series of software development conferences and workshops, including the flagship DevWeek conference (http://devweek.com/), brought to y...

Developers are living in exciting, but more demanding times - we're expected to create applications and services that can deliver better value faster, at higher volumes, with less downtime. And in order to meet these demands we must learn new technologies and programming styles. Enter the actor model and Akka.NET.
In this talk you'll learn the fundamentals of Akka.NET and discover how you can use the power of the actor model, location transparency, clustering, and other Akka.NET concepts to build powerful, highly available systems without having to write awful boilerplate code. You'll never look at .NET the same way again afterwards.

GoogLeNet Tutorial

A tutorial introduction to GoogLeNet derived from the paper, GoingDeeper with Convolutions.
Slide available at http://www.slideshare.net/aurot/googlenet-insights

published: 04 Jan 2017

New Architectures Driving Cable Broadband Networks

Cable operators and competitive carriers are quickly expanding their data networks beyond residential broadband access to support IP video, business services, mobile backhaul, and cable WiFi. New alternative technologies are emerging with the goal of delivering these advanced services more efficiently than current cable modem termination system (CMTS), DOCSIS, and edge quadrature amplitude modulation (QAM).
This webinar explores how cable operators can approach distributed architectures, including an in-depth look at the impact of new IP services on the network and the new technologies that are changing the way cable networks are built.

published: 11 Feb 2015

Visualizing and Understanding Deep Neural Networks by Matt Zeiler

Matthew Zeiler, PhD, Founder and CEO of Clarifai Inc, speaks about large convolutional neural networks. These networks have recently demonstrated impressive object recognition performance making real world applications possible. However, there was no clear understanding of why they perform so well, or how they might be improved. In this talk, Matt covers a novel visualization technique that gives insight into the function of intermediate feature layers and the operation of the overall classifier. Used in a diagnostic role, these visualizations allow us to find model architectures that perform exceedingly well.
For more tech talks and to network with other engineers, check out our site https://www.hakkalabs.co

published: 02 Feb 2015

Architecture and Interoperability Standards for the Internet of Things

This is a video of a webinar on the architectural use of the Open Group O-MI and O-DF standards for the Internet of Things (IoT).
The webinar was given in June 2015 by Professor Kary Främling of Aalto University, chair of the Open Platform3.0™ Internet of Things Work Group in The Open Group. It includes demonstrations of the use of the standards in practical systems.
The Internet of Things requires changes to the traditional way of architecting information systems. In the past, enterprise systems might have needed to communicate mainly with other enterprise systems. With the IoT, companies may need to communicate with hundreds or thousands of “intelligent products” and sensors, in addition to other enterprise systems. Those systems might be "owned" by different organizations, companies ...

Introduction to Software Architecture

This lecture, recorded at the University of Colorado Boulder in September 2012, is an introduction to the major concepts of software architecture. The audience consisted of 70 seniors majoring in computer science. It is based on material taken from the book Just EnoughSoftware Architecture.
Most developers have no formal education in software architecture, yet a system's architecture has a big influence on its success. Software architecture has been intensively studied for more than twenty years now and studying it will help you do a better job of designing systems, give you names for the concepts and patterns, and help you choose between competing designs.
Slides: http://georgefairbanks.com/assets/pdf/Intro-to-SA-CUBoulder-2012-09-18.pdfBook hardback: http://www.amazon.com/dp/098...

published: 22 Sep 2012

Cloud Native Architectures and Microservices – Kenny Bastani

Why are microservices the logical next step after monoliths and Service Oriented Architecture? How can you break an app into microservices? How do the microservices find each other, communicate and scale independently? KennyBastani answers these questions by giving a bird's eye view and by live demonstrating some of the features of SpringCloud.
Speaker: Kenny Bastani, Spring DeveloperAdvocate, Pivotal
Slides: https://www.slideshare.net/KennyBastani/building-cloud-native-architectures-with-spring

Big Data Architecture Patterns

This talk is part of Cerner's Tech Talk series. Check us out at http://engineering.cerner.com/ and @CernerEng
This talk focuses on the real world experience on the architectural patterns and tools integrations used to solve real business problems with data. This will be a technical session that covers tools such as Hadoop and NoSQL data stores and how to use them for the right use cases. During the session we will dive into customer architectures and where they have had both successes and failures using a combination of tools to server both OLTP and OLAP workloads. Some of the successes will include large cost reduction in SQL licensing and SAN as well as reduction in overall data warehouse costs including ETL appliances and manpower. The other core focus will be on driving change into bu...

Recorded for Infologs. Get more free videos on infologs and get ready for job.
checkout the website: https://goo.gl/aJwlIF
This Video will show you that how we can use the coding architecture in ASP.NETFollow us on social media
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https://twitter.com/webboostings
For more videos visit
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http://infologs.in/
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http://webboostings.blogspot.in/
Thanks
ABhishek

published: 24 Apr 2014

Four Distributed Systems Architectural Patterns by Tim Berglund

Developers and architects are increasingly called upon to solve big problems, and we are able to draw on a world-class set of open source tools with which to solve them. Problems of scale are no longer consigned to the web’s largest companies, but are increasingly a part of ordinary enterprise development. At the risk of only a little hyperbole, we are all distributed systems engineers now.
In this talk, we’ll look at four distributed systems architectural patterns based on real-world systems that you can apply to solve the problems you will face in the next few years. We’ll look at the strengths and weaknesses of each architecture and develop a set of criteria for knowing when to apply each one. You will leave knowing how to work with the leading data storage, messaging, and computation ...

Lecture 9 | CNN Architectures

In Lecture 9 we discuss some common architectures for convolutional neural networks. We discuss architectures which performed well in the ImageNet challenges, i...

In Lecture 9 we discuss some common architectures for convolutional neural networks. We discuss architectures which performed well in the ImageNet challenges, including AlexNet, VGGNet, GoogLeNet, and ResNet, as well as other interesting models.
Keywords: AlexNet, VGGNet, GoogLeNet, ResNet, Network in Network, Wide ResNet, ResNeXT, Stochastic Depth, DenseNet, FractalNet, SqueezeNet
Slides: http://cs231n.stanford.edu/slides/2017/cs231n_2017_lecture9.pdf
--------------------------------------------------------------------------------------
Convolutional Neural Networks for VisualRecognition
Instructors:
Fei-Fei Li: http://vision.stanford.edu/feifeili/
Justin Johnson: http://cs.stanford.edu/people/jcjohns/
Serena Yeung: http://ai.stanford.edu/~syyeung/
Computer Vision has become ubiquitous in our society, with applications in search, image understanding, apps, mapping, medicine, drones, and self-driving cars. Core to many of these applications are visual recognition tasks such as image classification, localization and detection. Recent developments in neural network (aka “deep learning”) approaches have greatly advanced the performance of these state-of-the-art visual recognition systems. This lecture collection is a deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification. From this lecture collection, students will learn to implement, train and debug their own neural networks and gain a detailed understanding of cutting-edge research in computer vision.
Website:
http://cs231n.stanford.edu/
For additional learning opportunities please visit:
http://online.stanford.edu/

In Lecture 9 we discuss some common architectures for convolutional neural networks. We discuss architectures which performed well in the ImageNet challenges, including AlexNet, VGGNet, GoogLeNet, and ResNet, as well as other interesting models.
Keywords: AlexNet, VGGNet, GoogLeNet, ResNet, Network in Network, Wide ResNet, ResNeXT, Stochastic Depth, DenseNet, FractalNet, SqueezeNet
Slides: http://cs231n.stanford.edu/slides/2017/cs231n_2017_lecture9.pdf
--------------------------------------------------------------------------------------
Convolutional Neural Networks for VisualRecognition
Instructors:
Fei-Fei Li: http://vision.stanford.edu/feifeili/
Justin Johnson: http://cs.stanford.edu/people/jcjohns/
Serena Yeung: http://ai.stanford.edu/~syyeung/
Computer Vision has become ubiquitous in our society, with applications in search, image understanding, apps, mapping, medicine, drones, and self-driving cars. Core to many of these applications are visual recognition tasks such as image classification, localization and detection. Recent developments in neural network (aka “deep learning”) approaches have greatly advanced the performance of these state-of-the-art visual recognition systems. This lecture collection is a deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification. From this lecture collection, students will learn to implement, train and debug their own neural networks and gain a detailed understanding of cutting-edge research in computer vision.
Website:
http://cs231n.stanford.edu/
For additional learning opportunities please visit:
http://online.stanford.edu/

In this session, we first look at common approaches to refactoring common legacy .NET applications to microservices and AWS serverless architectures. We also lo...

In this session, we first look at common approaches to refactoring common legacy .NET applications to microservices and AWS serverless architectures. We also look at modern approaches to .NET-based architectures on AWS. We then elaborate on running .NET Core microservices in Docker containers natively on Linux in AWS while examining the use of AWS SDK and .NET Core platform. We also look at the use of the various AWS services such as AmazonSNS, Amazon SQS, Amazon Kinesis, and Amazon DynamoDB, which provide the backbone of the platform. For example, Experian Consumer Services runs a large ecommerce platform that is now cloud based in the AWS. We look at how they went from monolithic platform to microservices, primarily in .NET Core. With a heavy push to move to Java and open source, we look at the development process, which started in the beta days of .NET Core, and how the direction Microsoft was going allowed them to use existing C# skills while pushing themselves to innovate in AWS. The large, single team of Windows based developers was broken down into several small teams to allow for rapid development into an all Linux environment.

In this session, we first look at common approaches to refactoring common legacy .NET applications to microservices and AWS serverless architectures. We also look at modern approaches to .NET-based architectures on AWS. We then elaborate on running .NET Core microservices in Docker containers natively on Linux in AWS while examining the use of AWS SDK and .NET Core platform. We also look at the use of the various AWS services such as AmazonSNS, Amazon SQS, Amazon Kinesis, and Amazon DynamoDB, which provide the backbone of the platform. For example, Experian Consumer Services runs a large ecommerce platform that is now cloud based in the AWS. We look at how they went from monolithic platform to microservices, primarily in .NET Core. With a heavy push to move to Java and open source, we look at the development process, which started in the beta days of .NET Core, and how the direction Microsoft was going allowed them to use existing C# skills while pushing themselves to innovate in AWS. The large, single team of Windows based developers was broken down into several small teams to allow for rapid development into an all Linux environment.

The Internet of Things: Architecture and Protocols

In this session, JP Vasseur, ChiefArchitect for the IoT Group at Cisco and Cisco Fellow, provides a short overview of the IoT architecture and its protocols. T...

In this session, JP Vasseur, ChiefArchitect for the IoT Group at Cisco and Cisco Fellow, provides a short overview of the IoT architecture and its protocols. This comprehensive architecture addresses these new concerns and presents a meaningful path

In this session, JP Vasseur, ChiefArchitect for the IoT Group at Cisco and Cisco Fellow, provides a short overview of the IoT architecture and its protocols. This comprehensive architecture addresses these new concerns and presents a meaningful path

ASP.NET CoreASP.Net 5 Tutorial for Beginners ☞ http://on.codek.tv/VkHvqCbEb
ASP.NET 5 & MVC 6 Tutorial for Beginners ☞ http://on.codek.tv/E1Ai_CWNz
Mastering Docker ☞ https://codequs.com/a/BJgl0ohY
Docker and Containers: The Essentials
☞ https://codequs.com/a/Bkhyd9Sd
Docker Tutorial for DevOps: Run Docker Containers
☞ https://codequs.com/a/ryroa0fj
Expert Programming in C# and .NET
☞ https://codequs.com/a/HJEvPJWh
Learn Parallel Programming with C# and .NET
☞ https://codequs.com/a/SyoOSyt3
Thanks to organisations like Netflix, and the need to develop solutions that scale well in the cloud, microservices have become the hot new topic. Yet, for all the talk, there are few practical examples of how you actually build a microservice in .NET.
It's time to fix that littlle oversight as we show you how you can build a microservices based solution using .NET, and a number of open source tools (EventStore, RabbitMq and Redis to name a few).
You'll also get to understand the pros and cons of a microservices solution and consider how a microservices approach might impact how you and your team relate to your customers.

ASP.NET CoreASP.Net 5 Tutorial for Beginners ☞ http://on.codek.tv/VkHvqCbEb
ASP.NET 5 & MVC 6 Tutorial for Beginners ☞ http://on.codek.tv/E1Ai_CWNz
Mastering Docker ☞ https://codequs.com/a/BJgl0ohY
Docker and Containers: The Essentials
☞ https://codequs.com/a/Bkhyd9Sd
Docker Tutorial for DevOps: Run Docker Containers
☞ https://codequs.com/a/ryroa0fj
Expert Programming in C# and .NET
☞ https://codequs.com/a/HJEvPJWh
Learn Parallel Programming with C# and .NET
☞ https://codequs.com/a/SyoOSyt3
Thanks to organisations like Netflix, and the need to develop solutions that scale well in the cloud, microservices have become the hot new topic. Yet, for all the talk, there are few practical examples of how you actually build a microservice in .NET.
It's time to fix that littlle oversight as we show you how you can build a microservices based solution using .NET, and a number of open source tools (EventStore, RabbitMq and Redis to name a few).
You'll also get to understand the pros and cons of a microservices solution and consider how a microservices approach might impact how you and your team relate to your customers.

published:22 Sep 2016

views:41190

back

Part 3 - C# Tutorial - How to develop application in N-Tier Architecture?

Breakout session from Software Architect2013http://software-architect.co.uk/
'Software Architect' is an annual technical conference for software architects and software developers. Featuring both full-day workshops and focused 90-minute breakout sessions, our expert speakers will ensure you and your team understand the fundamentals of software architecture and are up to date with the latest developments, ideologies and best practices.
Please visit http://software-architect.co.uk/ for information on the latest event.
-------------------------------------------------------------------------------------
'Software Architect' is part of DevWeek Events, a series of software development conferences and workshops, including the flagship DevWeek conference (http://devweek.com/), brought to you by Publicis Blueprint.
-------------------------------------------------------------------------------------

Breakout session from Software Architect2013http://software-architect.co.uk/
'Software Architect' is an annual technical conference for software architects and software developers. Featuring both full-day workshops and focused 90-minute breakout sessions, our expert speakers will ensure you and your team understand the fundamentals of software architecture and are up to date with the latest developments, ideologies and best practices.
Please visit http://software-architect.co.uk/ for information on the latest event.
-------------------------------------------------------------------------------------
'Software Architect' is part of DevWeek Events, a series of software development conferences and workshops, including the flagship DevWeek conference (http://devweek.com/), brought to you by Publicis Blueprint.
-------------------------------------------------------------------------------------

Developers are living in exciting, but more demanding times - we're expected to create applications and services that can deliver better value faster, at higher...

Developers are living in exciting, but more demanding times - we're expected to create applications and services that can deliver better value faster, at higher volumes, with less downtime. And in order to meet these demands we must learn new technologies and programming styles. Enter the actor model and Akka.NET.
In this talk you'll learn the fundamentals of Akka.NET and discover how you can use the power of the actor model, location transparency, clustering, and other Akka.NET concepts to build powerful, highly available systems without having to write awful boilerplate code. You'll never look at .NET the same way again afterwards.

Developers are living in exciting, but more demanding times - we're expected to create applications and services that can deliver better value faster, at higher volumes, with less downtime. And in order to meet these demands we must learn new technologies and programming styles. Enter the actor model and Akka.NET.
In this talk you'll learn the fundamentals of Akka.NET and discover how you can use the power of the actor model, location transparency, clustering, and other Akka.NET concepts to build powerful, highly available systems without having to write awful boilerplate code. You'll never look at .NET the same way again afterwards.

Cable operators and competitive carriers are quickly expanding their data networks beyond residential broadband access to support IP video, business services, mobile backhaul, and cable WiFi. New alternative technologies are emerging with the goal of delivering these advanced services more efficiently than current cable modem termination system (CMTS), DOCSIS, and edge quadrature amplitude modulation (QAM).
This webinar explores how cable operators can approach distributed architectures, including an in-depth look at the impact of new IP services on the network and the new technologies that are changing the way cable networks are built.

Cable operators and competitive carriers are quickly expanding their data networks beyond residential broadband access to support IP video, business services, mobile backhaul, and cable WiFi. New alternative technologies are emerging with the goal of delivering these advanced services more efficiently than current cable modem termination system (CMTS), DOCSIS, and edge quadrature amplitude modulation (QAM).
This webinar explores how cable operators can approach distributed architectures, including an in-depth look at the impact of new IP services on the network and the new technologies that are changing the way cable networks are built.

Matthew Zeiler, PhD, Founder and CEO of Clarifai Inc, speaks about large convolutional neural networks. These networks have recently demonstrated impressive object recognition performance making real world applications possible. However, there was no clear understanding of why they perform so well, or how they might be improved. In this talk, Matt covers a novel visualization technique that gives insight into the function of intermediate feature layers and the operation of the overall classifier. Used in a diagnostic role, these visualizations allow us to find model architectures that perform exceedingly well.
For more tech talks and to network with other engineers, check out our site https://www.hakkalabs.co

Matthew Zeiler, PhD, Founder and CEO of Clarifai Inc, speaks about large convolutional neural networks. These networks have recently demonstrated impressive object recognition performance making real world applications possible. However, there was no clear understanding of why they perform so well, or how they might be improved. In this talk, Matt covers a novel visualization technique that gives insight into the function of intermediate feature layers and the operation of the overall classifier. Used in a diagnostic role, these visualizations allow us to find model architectures that perform exceedingly well.
For more tech talks and to network with other engineers, check out our site https://www.hakkalabs.co

published:02 Feb 2015

views:199219

back

Architecture and Interoperability Standards for the Internet of Things

This is a video of a webinar on the architectural use of the Open Group O-MI and O-DF standards for the Internet of Things (IoT).
The webinar was given in June...

This is a video of a webinar on the architectural use of the Open Group O-MI and O-DF standards for the Internet of Things (IoT).
The webinar was given in June 2015 by Professor Kary Främling of Aalto University, chair of the Open Platform3.0™ Internet of Things Work Group in The Open Group. It includes demonstrations of the use of the standards in practical systems.
The Internet of Things requires changes to the traditional way of architecting information systems. In the past, enterprise systems might have needed to communicate mainly with other enterprise systems. With the IoT, companies may need to communicate with hundreds or thousands of “intelligent products” and sensors, in addition to other enterprise systems. Those systems might be "owned" by different organizations, companies and people. Such "Systems of Systems" create new challenges of interoperability, scalability and security. The IoT Work Group published the OpenMessagingInterface (O-MI) and Open DataFormat (O-DF) standards in 2014, which are developed for addressing interoperability in the IoT from a Systems of Systems point of view.
The webinar presented the underlying challenges and architecture for these standards, while answering questions such as "Why O-MI/O-DF?”, “What are they?”, and “How are they used?".

This is a video of a webinar on the architectural use of the Open Group O-MI and O-DF standards for the Internet of Things (IoT).
The webinar was given in June 2015 by Professor Kary Främling of Aalto University, chair of the Open Platform3.0™ Internet of Things Work Group in The Open Group. It includes demonstrations of the use of the standards in practical systems.
The Internet of Things requires changes to the traditional way of architecting information systems. In the past, enterprise systems might have needed to communicate mainly with other enterprise systems. With the IoT, companies may need to communicate with hundreds or thousands of “intelligent products” and sensors, in addition to other enterprise systems. Those systems might be "owned" by different organizations, companies and people. Such "Systems of Systems" create new challenges of interoperability, scalability and security. The IoT Work Group published the OpenMessagingInterface (O-MI) and Open DataFormat (O-DF) standards in 2014, which are developed for addressing interoperability in the IoT from a Systems of Systems point of view.
The webinar presented the underlying challenges and architecture for these standards, while answering questions such as "Why O-MI/O-DF?”, “What are they?”, and “How are they used?".

Ms .Net Framework Tutorial - Introduction - part 1

You have to Improve and Gain your knowledge on ASP.NET MVC 5.2 visit this link: http://www.bestdotnettraining.com/asp-net-mvc-online-training
MS.NETFrame - ...

You have to Improve and Gain your knowledge on ASP.NET MVC 5.2 visit this link: http://www.bestdotnettraining.com/asp-net-mvc-online-training
MS.NETFrame - Don’t miss upon watching 5 Parts of this playlist if you are a MS.NET beginner and has an intention to learn everything about MS.NET Framework and its components like Types of .NET Applications, Common Language Runtime (CLR), BaseClassLibraries etc. Very important point about whether .net is platform independent or not is also discussed in this video.
In this video of MS.NET Framework 4.5 Introduction for beginners we will discuss following topics from ground up.
What isApplication Programming?
What is Platform - Is .NET Platform Independent or dependent?
What are the different types of applications we can develop using .NET?
Definition of MS.NET?
About Versions of .NET Framework?
About Trainer
Mr. Sandeep Soni and is Microsoft Certified Trainer (MCT), MCSD, MCPD and having more than 18+ years of experience which includes training more than 30,000 students and is also a very popular face in providing corporate trainings, online trainings and classroom training. He is favorite of his students and has really made a difference in life of many by giving them a very good foundation in technology specially MS.NET. He has personally recorded over 500 hour's of.net videos ranging from basic to most advanced topics and his excellent video library is hosted at http://www.bestdotnettraining.com.
For FREE .net videos visit http://www.bestdotnettraining.com/freedotnetvideos
Playlist of all other courses offered by https://www.bestdotnettraining.com is at https://www.youtube.com/user/Deccansoft123/playlists
Please don't forget to leave your valuable comment about the quality of our video

You have to Improve and Gain your knowledge on ASP.NET MVC 5.2 visit this link: http://www.bestdotnettraining.com/asp-net-mvc-online-training
MS.NETFrame - Don’t miss upon watching 5 Parts of this playlist if you are a MS.NET beginner and has an intention to learn everything about MS.NET Framework and its components like Types of .NET Applications, Common Language Runtime (CLR), BaseClassLibraries etc. Very important point about whether .net is platform independent or not is also discussed in this video.
In this video of MS.NET Framework 4.5 Introduction for beginners we will discuss following topics from ground up.
What isApplication Programming?
What is Platform - Is .NET Platform Independent or dependent?
What are the different types of applications we can develop using .NET?
Definition of MS.NET?
About Versions of .NET Framework?
About Trainer
Mr. Sandeep Soni and is Microsoft Certified Trainer (MCT), MCSD, MCPD and having more than 18+ years of experience which includes training more than 30,000 students and is also a very popular face in providing corporate trainings, online trainings and classroom training. He is favorite of his students and has really made a difference in life of many by giving them a very good foundation in technology specially MS.NET. He has personally recorded over 500 hour's of.net videos ranging from basic to most advanced topics and his excellent video library is hosted at http://www.bestdotnettraining.com.
For FREE .net videos visit http://www.bestdotnettraining.com/freedotnetvideos
Playlist of all other courses offered by https://www.bestdotnettraining.com is at https://www.youtube.com/user/Deccansoft123/playlists
Please don't forget to leave your valuable comment about the quality of our video

This lecture, recorded at the University of Colorado Boulder in September 2012, is an introduction to the major concepts of software architecture. The audience consisted of 70 seniors majoring in computer science. It is based on material taken from the book Just EnoughSoftware Architecture.
Most developers have no formal education in software architecture, yet a system's architecture has a big influence on its success. Software architecture has been intensively studied for more than twenty years now and studying it will help you do a better job of designing systems, give you names for the concepts and patterns, and help you choose between competing designs.
Slides: http://georgefairbanks.com/assets/pdf/Intro-to-SA-CUBoulder-2012-09-18.pdfBook hardback: http://www.amazon.com/dp/0984618104
e-Book: http://georgefairbanks.com/e-book/
Major topics covered in this lecture include:
* Architects focus on system qualities
* Tradeoffs
* Architecture, architecting, architects
* Views
* Quality attributes
* Analysis
* Standard notations
* Guiderails
* Architectural styles
* Conceptual model
* Engineering with models
* Canonical model structure
* Models and code
* Process and risk
The pacing of the lecture is considerably slower than when I give this lecture to industry practitioners because undergraduates need to be provided with more examples to ground the lessons. This lecture was just over 2 hours but with a different audience it would be about 75 minutes.
I hope you enjoy it.

This lecture, recorded at the University of Colorado Boulder in September 2012, is an introduction to the major concepts of software architecture. The audience consisted of 70 seniors majoring in computer science. It is based on material taken from the book Just EnoughSoftware Architecture.
Most developers have no formal education in software architecture, yet a system's architecture has a big influence on its success. Software architecture has been intensively studied for more than twenty years now and studying it will help you do a better job of designing systems, give you names for the concepts and patterns, and help you choose between competing designs.
Slides: http://georgefairbanks.com/assets/pdf/Intro-to-SA-CUBoulder-2012-09-18.pdfBook hardback: http://www.amazon.com/dp/0984618104
e-Book: http://georgefairbanks.com/e-book/
Major topics covered in this lecture include:
* Architects focus on system qualities
* Tradeoffs
* Architecture, architecting, architects
* Views
* Quality attributes
* Analysis
* Standard notations
* Guiderails
* Architectural styles
* Conceptual model
* Engineering with models
* Canonical model structure
* Models and code
* Process and risk
The pacing of the lecture is considerably slower than when I give this lecture to industry practitioners because undergraduates need to be provided with more examples to ground the lessons. This lecture was just over 2 hours but with a different audience it would be about 75 minutes.
I hope you enjoy it.

Cloud Native Architectures and Microservices – Kenny Bastani

Why are microservices the logical next step after monoliths and Service Oriented Architecture? How can you break an app into microservices? How do the microse...

Why are microservices the logical next step after monoliths and Service Oriented Architecture? How can you break an app into microservices? How do the microservices find each other, communicate and scale independently? KennyBastani answers these questions by giving a bird's eye view and by live demonstrating some of the features of SpringCloud.
Speaker: Kenny Bastani, Spring DeveloperAdvocate, Pivotal
Slides: https://www.slideshare.net/KennyBastani/building-cloud-native-architectures-with-spring

Why are microservices the logical next step after monoliths and Service Oriented Architecture? How can you break an app into microservices? How do the microservices find each other, communicate and scale independently? KennyBastani answers these questions by giving a bird's eye view and by live demonstrating some of the features of SpringCloud.
Speaker: Kenny Bastani, Spring DeveloperAdvocate, Pivotal
Slides: https://www.slideshare.net/KennyBastani/building-cloud-native-architectures-with-spring

Big Data Architecture Patterns

This talk is part of Cerner's Tech Talk series. Check us out at http://engineering.cerner.com/ and @CernerEng
This talk focuses on the real world experience on...

This talk is part of Cerner's Tech Talk series. Check us out at http://engineering.cerner.com/ and @CernerEng
This talk focuses on the real world experience on the architectural patterns and tools integrations used to solve real business problems with data. This will be a technical session that covers tools such as Hadoop and NoSQL data stores and how to use them for the right use cases. During the session we will dive into customer architectures and where they have had both successes and failures using a combination of tools to server both OLTP and OLAP workloads. Some of the successes will include large cost reduction in SQL licensing and SAN as well as reduction in overall data warehouse costs including ETL appliances and manpower. The other core focus will be on driving change into businesses and how these customers were able to become leaders or maintain leadership using the data at hand and a set of tools.
About the Speaker:
Eddie Satterly (@eddie_satterly) is the ChiefBig DataEvangelist in the office of the CTO at Splunk. Prior to working at Splunk, he has been in a variety of roles such as engineer, architect, and CTO. Satterly has extensive experience with Apache Cassandra and Apache Hadoop and was named to the ApacheCassandraMVP board in 2012. In addition to his role at Splunk, Satterly serves on the advisory board of two data startups and is a frequent conference speaker.

This talk is part of Cerner's Tech Talk series. Check us out at http://engineering.cerner.com/ and @CernerEng
This talk focuses on the real world experience on the architectural patterns and tools integrations used to solve real business problems with data. This will be a technical session that covers tools such as Hadoop and NoSQL data stores and how to use them for the right use cases. During the session we will dive into customer architectures and where they have had both successes and failures using a combination of tools to server both OLTP and OLAP workloads. Some of the successes will include large cost reduction in SQL licensing and SAN as well as reduction in overall data warehouse costs including ETL appliances and manpower. The other core focus will be on driving change into businesses and how these customers were able to become leaders or maintain leadership using the data at hand and a set of tools.
About the Speaker:
Eddie Satterly (@eddie_satterly) is the ChiefBig DataEvangelist in the office of the CTO at Splunk. Prior to working at Splunk, he has been in a variety of roles such as engineer, architect, and CTO. Satterly has extensive experience with Apache Cassandra and Apache Hadoop and was named to the ApacheCassandraMVP board in 2012. In addition to his role at Splunk, Satterly serves on the advisory board of two data startups and is a frequent conference speaker.

Recorded for Infologs. Get more free videos on infologs and get ready for job.
checkout the website: https://goo.gl/aJwlIF
This Video will show you that how we...

Recorded for Infologs. Get more free videos on infologs and get ready for job.
checkout the website: https://goo.gl/aJwlIF
This Video will show you that how we can use the coding architecture in ASP.NETFollow us on social media
-------------------------------------------------------------------------.
http://facebook.com/technewsoninfologs
https://twitter.com/webboostings
For more videos visit
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http://infologs.in/
http://youtube.com/webboostings/
http://webboostings.blogspot.in/
Thanks
ABhishek

Recorded for Infologs. Get more free videos on infologs and get ready for job.
checkout the website: https://goo.gl/aJwlIF
This Video will show you that how we can use the coding architecture in ASP.NETFollow us on social media
-------------------------------------------------------------------------.
http://facebook.com/technewsoninfologs
https://twitter.com/webboostings
For more videos visit
------------------------------------------------------------------------
http://infologs.in/
http://youtube.com/webboostings/
http://webboostings.blogspot.in/
Thanks
ABhishek

Four Distributed Systems Architectural Patterns by Tim Berglund

Developers and architects are increasingly called upon to solve big problems, and we are able to draw on a world-class set of open source tools with which to so...

Developers and architects are increasingly called upon to solve big problems, and we are able to draw on a world-class set of open source tools with which to solve them. Problems of scale are no longer consigned to the web’s largest companies, but are increasingly a part of ordinary enterprise development. At the risk of only a little hyperbole, we are all distributed systems engineers now.
In this talk, we’ll look at four distributed systems architectural patterns based on real-world systems that you can apply to solve the problems you will face in the next few years. We’ll look at the strengths and weaknesses of each architecture and develop a set of criteria for knowing when to apply each one. You will leave knowing how to work with the leading data storage, messaging, and computation tools of the day to solve the daunting problems of scale in your near future.
Tim Berglund is a teacher, author, and technology leader with Confluent, where he serves as the SeniorDirector of DeveloperExperience. He can frequently be found at speaking at conferences in the United States and all over the world. He is the co-presenter of various O’Reilly training videos on topics ranging from Git to Distributed Systems, and is the author of Gradle Beyond the Basics. He tweets as @tlberglund, blogs very occasionally at http://timberglund.com, is the co-host of the http://devrelrad.io podcast, and lives in Littleton, CO, USA with the wife of his youth and their youngest child, the other two having mostly grown up.

Developers and architects are increasingly called upon to solve big problems, and we are able to draw on a world-class set of open source tools with which to solve them. Problems of scale are no longer consigned to the web’s largest companies, but are increasingly a part of ordinary enterprise development. At the risk of only a little hyperbole, we are all distributed systems engineers now.
In this talk, we’ll look at four distributed systems architectural patterns based on real-world systems that you can apply to solve the problems you will face in the next few years. We’ll look at the strengths and weaknesses of each architecture and develop a set of criteria for knowing when to apply each one. You will leave knowing how to work with the leading data storage, messaging, and computation tools of the day to solve the daunting problems of scale in your near future.
Tim Berglund is a teacher, author, and technology leader with Confluent, where he serves as the SeniorDirector of DeveloperExperience. He can frequently be found at speaking at conferences in the United States and all over the world. He is the co-presenter of various O’Reilly training videos on topics ranging from Git to Distributed Systems, and is the author of Gradle Beyond the Basics. He tweets as @tlberglund, blogs very occasionally at http://timberglund.com, is the co-host of the http://devrelrad.io podcast, and lives in Littleton, CO, USA with the wife of his youth and their youngest child, the other two having mostly grown up.

Lecture 9 | CNN Architectures

In Lecture 9 we discuss some common architectures for convolutional neural networks. We discuss architectures which performed well in the ImageNet challenges, including AlexNet, VGGNet, GoogLeNet, and ResNet, as well as other interesting models.
Keywords: AlexNet, VGGNet, GoogLeNet, ResNet, Network in Network, Wide ResNet, ResNeXT, Stochastic Depth, DenseNet, FractalNet, SqueezeNet
Slides: http://cs231n.stanford.edu/slides/2017/cs231n_2017_lecture9.pdf
--------------------------------------------------------------------------------------
Convolutional Neural Networks for VisualRecognition
Instructors:
Fei-Fei Li: http://vision.stanford.edu/feifeili/
Justin Johnson: http://cs.stanford.edu/people/jcjohns/
Serena Yeung: http://ai.stanford.edu/~syyeung/
Computer Vision has become ubiquitous in our society, with applications in search, image understanding, apps, mapping, medicine, drones, and self-driving cars. Core to many of these applications are visual recognition tasks such as image classification, localization and detection. Recent developments in neural network (aka “deep learning”) approaches have greatly advanced the performance of these state-of-the-art visual recognition systems. This lecture collection is a deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification. From this lecture collection, students will learn to implement, train and debug their own neural networks and gain a detailed understanding of cutting-edge research in computer vision.
Website:
http://cs231n.stanford.edu/
For additional learning opportunities please visit:
http://online.stanford.edu/

In this session, we first look at common approaches to refactoring common legacy .NET applications to microservices and AWS serverless architectures. We also look at modern approaches to .NET-based architectures on AWS. We then elaborate on running .NET Core microservices in Docker containers natively on Linux in AWS while examining the use of AWS SDK and .NET Core platform. We also look at the use of the various AWS services such as AmazonSNS, Amazon SQS, Amazon Kinesis, and Amazon DynamoDB, which provide the backbone of the platform. For example, Experian Consumer Services runs a large ecommerce platform that is now cloud based in the AWS. We look at how they went from monolithic platform to microservices, primarily in .NET Core. With a heavy push to move to Java and open source, we look at the development process, which started in the beta days of .NET Core, and how the direction Microsoft was going allowed them to use existing C# skills while pushing themselves to innovate in AWS. The large, single team of Windows based developers was broken down into several small teams to allow for rapid development into an all Linux environment.

58:27

The Internet of Things: Architecture and Protocols

In this session, JP Vasseur, Chief Architect for the IoT Group at Cisco and Cisco Fellow, ...

The Internet of Things: Architecture and Protocols

In this session, JP Vasseur, ChiefArchitect for the IoT Group at Cisco and Cisco Fellow, provides a short overview of the IoT architecture and its protocols. This comprehensive architecture addresses these new concerns and presents a meaningful path

How to build .NET Microservices

ASP.NET CoreASP.Net 5 Tutorial for Beginners ☞ http://on.codek.tv/VkHvqCbEb
ASP.NET 5 & MVC 6 Tutorial for Beginners ☞ http://on.codek.tv/E1Ai_CWNz
Mastering Docker ☞ https://codequs.com/a/BJgl0ohY
Docker and Containers: The Essentials
☞ https://codequs.com/a/Bkhyd9Sd
Docker Tutorial for DevOps: Run Docker Containers
☞ https://codequs.com/a/ryroa0fj
Expert Programming in C# and .NET
☞ https://codequs.com/a/HJEvPJWh
Learn Parallel Programming with C# and .NET
☞ https://codequs.com/a/SyoOSyt3
Thanks to organisations like Netflix, and the need to develop solutions that scale well in the cloud, microservices have become the hot new topic. Yet, for all the talk, there are few practical examples of how you actually build a microservice in .NET.
It's time to fix that littlle oversight as we show you how you can build a microservices based solution using .NET, and a number of open source tools (EventStore, RabbitMq and Redis to name a few).
You'll also get to understand the pros and cons of a microservices solution and consider how a microservices approach might impact how you and your team relate to your customers.

21:59

GoogLeNet Tutorial

A tutorial introduction to GoogLeNet derived from the paper, Going Deeper with Convolution...

Securing ASP NET web API based architectures Dominick Baier

Breakout session from Software Architect2013http://software-architect.co.uk/
'Software Architect' is an annual technical conference for software architects and software developers. Featuring both full-day workshops and focused 90-minute breakout sessions, our expert speakers will ensure you and your team understand the fundamentals of software architecture and are up to date with the latest developments, ideologies and best practices.
Please visit http://software-architect.co.uk/ for information on the latest event.
-------------------------------------------------------------------------------------
'Software Architect' is part of DevWeek Events, a series of software development conferences and workshops, including the flagship DevWeek conference (http://devweek.com/), brought to you by Publicis Blueprint.
-------------------------------------------------------------------------------------

1:31

Dynamic Architecture - Rotating Tower

This Dynamic Architecture building by David Fisher will be constantly in motion changing i...

Dynamic Architecture - Rotating Tower

This DynamicArchitecture building by David Fisher will be constantly in motion changing its shape. It will also generate electric energy for itself. more at http://www.kineticarchitecture.net
See more information, for example plumbing at kineticarchitecture.net
http://blog.kineticarchitecture.net/2008/04/ein-pionier/

13:35

Instruction Set Architectures

We've seen logic components in action in an earlier series, but how do we work with them w...

Instruction Set Architectures

We've seen logic components in action in an earlier series, but how do we work with them when they are all packed together in a CPU? In this episode, we discuss instruction sets to better understand how we can control a CPU without in-depth understanding of its construction!
= 0612 TV =
0612 TV, a sub-project of NERDfirst.net, is an educational YouTube channel. Started in 2008, we have now covered a wide range of topics, from areas such as Programming, Algorithms and Computing Theories, Computer Graphics, Photography, and Specialized Guides for using software such as FFMPEG, Deshaker, GIMP and more!
Enjoy your stay, and don't hesitate to drop me a comment or a personal message to my inbox =) If you like my work, don't forget to subscribe!
Like what you see? Buy me a coffee → http://www.nerdfirst.net/donate/
0612 TV Official Writeup: http://nerdfirst.net/0612tv
More about me: http://about.me/lcc0612
Official Twitter: http://twitter.com/0612tv
= NERDfirst =
NERDfirst is a project allowing me to go above and beyond YouTube videos into areas like app and game development. It will also contain the official 0612 TV blog and other resources.
Watch this space, and keep your eyes peeled on this channel for more updates! http://nerdfirst.net/
-----
Disclaimer: Please note that any information is provided on this channel in good faith, but I cannot guarantee 100% accuracy / correctness on all content. Contributors to this channel are not to be held responsible for any possible outcomes from your use of the information.

New Architectures Driving Cable Broadband Networks

Cable operators and competitive carriers are quickly expanding their data networks beyond residential broadband access to support IP video, business services, mobile backhaul, and cable WiFi. New alternative technologies are emerging with the goal of delivering these advanced services more efficiently than current cable modem termination system (CMTS), DOCSIS, and edge quadrature amplitude modulation (QAM).
This webinar explores how cable operators can approach distributed architectures, including an in-depth look at the impact of new IP services on the network and the new technologies that are changing the way cable networks are built.

15:25

Overview of Layered Architectures

This video gives an overview of layered architectures in general, including the Layering p...

Lecture 9 | CNN Architectures

In Lecture 9 we discuss some common architectures for convolutional neural networks. We discuss architectures which performed well in the ImageNet challenges, including AlexNet, VGGNet, GoogLeNet, and ResNet, as well as other interesting models.
Keywords: AlexNet, VGGNet, GoogLeNet, ResNet, Network in Network, Wide ResNet, ResNeXT, Stochastic Depth, DenseNet, FractalNet, SqueezeNet
Slides: http://cs231n.stanford.edu/slides/2017/cs231n_2017_lecture9.pdf
--------------------------------------------------------------------------------------
Convolutional Neural Networks for VisualRecognition
Instructors:
Fei-Fei Li: http://vision.stanford.edu/feifeili/
Justin Johnson: http://cs.stanford.edu/people/jcjohns/
Serena Yeung: http://ai.stanford.edu/~syyeung/
Computer Vision has become ubiquitous in our society, with applications in search, image understanding, apps, mapping, medicine, drones, and self-driving cars. Core to many of these applications are visual recognition tasks such as image classification, localization and detection. Recent developments in neural network (aka “deep learning”) approaches have greatly advanced the performance of these state-of-the-art visual recognition systems. This lecture collection is a deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification. From this lecture collection, students will learn to implement, train and debug their own neural networks and gain a detailed understanding of cutting-edge research in computer vision.
Website:
http://cs231n.stanford.edu/
For additional learning opportunities please visit:
http://online.stanford.edu/

In this session, we first look at common approaches to refactoring common legacy .NET applications to microservices and AWS serverless architectures. We also look at modern approaches to .NET-based architectures on AWS. We then elaborate on running .NET Core microservices in Docker containers natively on Linux in AWS while examining the use of AWS SDK and .NET Core platform. We also look at the use of the various AWS services such as AmazonSNS, Amazon SQS, Amazon Kinesis, and Amazon DynamoDB, which provide the backbone of the platform. For example, Experian Consumer Services runs a large ecommerce platform that is now cloud based in the AWS. We look at how they went from monolithic platform to microservices, primarily in .NET Core. With a heavy push to move to Java and open source, we look at the development process, which started in the beta days of .NET Core, and how the direction Microsoft was going allowed them to use existing C# skills while pushing themselves to innovate in AWS. The large, single team of Windows based developers was broken down into several small teams to allow for rapid development into an all Linux environment.

58:27

The Internet of Things: Architecture and Protocols

In this session, JP Vasseur, Chief Architect for the IoT Group at Cisco and Cisco Fellow, ...

The Internet of Things: Architecture and Protocols

In this session, JP Vasseur, ChiefArchitect for the IoT Group at Cisco and Cisco Fellow, provides a short overview of the IoT architecture and its protocols. This comprehensive architecture addresses these new concerns and presents a meaningful path

How to build .NET Microservices

ASP.NET CoreASP.Net 5 Tutorial for Beginners ☞ http://on.codek.tv/VkHvqCbEb
ASP.NET 5 & MVC 6 Tutorial for Beginners ☞ http://on.codek.tv/E1Ai_CWNz
Mastering Docker ☞ https://codequs.com/a/BJgl0ohY
Docker and Containers: The Essentials
☞ https://codequs.com/a/Bkhyd9Sd
Docker Tutorial for DevOps: Run Docker Containers
☞ https://codequs.com/a/ryroa0fj
Expert Programming in C# and .NET
☞ https://codequs.com/a/HJEvPJWh
Learn Parallel Programming with C# and .NET
☞ https://codequs.com/a/SyoOSyt3
Thanks to organisations like Netflix, and the need to develop solutions that scale well in the cloud, microservices have become the hot new topic. Yet, for all the talk, there are few practical examples of how you actually build a microservice in .NET.
It's time to fix that littlle oversight as we show you how you can build a microservices based solution using .NET, and a number of open source tools (EventStore, RabbitMq and Redis to name a few).
You'll also get to understand the pros and cons of a microservices solution and consider how a microservices approach might impact how you and your team relate to your customers.

25:32

Part 3 - C# Tutorial - How to develop application in N-Tier Architecture?

BestDotNetTraining is the Online. NET Training Institute which has been running successful...

Securing ASP NET web API based architectures Dominick Baier

Breakout session from Software Architect2013http://software-architect.co.uk/
'Software Architect' is an annual technical conference for software architects and software developers. Featuring both full-day workshops and focused 90-minute breakout sessions, our expert speakers will ensure you and your team understand the fundamentals of software architecture and are up to date with the latest developments, ideologies and best practices.
Please visit http://software-architect.co.uk/ for information on the latest event.
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'Software Architect' is part of DevWeek Events, a series of software development conferences and workshops, including the flagship DevWeek conference (http://devweek.com/), brought to you by Publicis Blueprint.
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Developers are living in exciting, but more demanding times - we're expected to create applications and services that can deliver better value faster, at higher volumes, with less downtime. And in order to meet these demands we must learn new technologies and programming styles. Enter the actor model and Akka.NET.
In this talk you'll learn the fundamentals of Akka.NET and discover how you can use the power of the actor model, location transparency, clustering, and other Akka.NET concepts to build powerful, highly available systems without having to write awful boilerplate code. You'll never look at .NET the same way again afterwards.

New Architectures Driving Cable Broadband Networks

Cable operators and competitive carriers are quickly expanding their data networks beyond residential broadband access to support IP video, business services, mobile backhaul, and cable WiFi. New alternative technologies are emerging with the goal of delivering these advanced services more efficiently than current cable modem termination system (CMTS), DOCSIS, and edge quadrature amplitude modulation (QAM).
This webinar explores how cable operators can approach distributed architectures, including an in-depth look at the impact of new IP services on the network and the new technologies that are changing the way cable networks are built.

Visualizing and Understanding Deep Neural Networks by Matt Zeiler

Matthew Zeiler, PhD, Founder and CEO of Clarifai Inc, speaks about large convolutional neural networks. These networks have recently demonstrated impressive object recognition performance making real world applications possible. However, there was no clear understanding of why they perform so well, or how they might be improved. In this talk, Matt covers a novel visualization technique that gives insight into the function of intermediate feature layers and the operation of the overall classifier. Used in a diagnostic role, these visualizations allow us to find model architectures that perform exceedingly well.
For more tech talks and to network with other engineers, check out our site https://www.hakkalabs.co

58:09

Architecture and Interoperability Standards for the Internet of Things

This is a video of a webinar on the architectural use of the Open Group O-MI and O-DF stan...

Architecture and Interoperability Standards for the Internet of Things

This is a video of a webinar on the architectural use of the Open Group O-MI and O-DF standards for the Internet of Things (IoT).
The webinar was given in June 2015 by Professor Kary Främling of Aalto University, chair of the Open Platform3.0™ Internet of Things Work Group in The Open Group. It includes demonstrations of the use of the standards in practical systems.
The Internet of Things requires changes to the traditional way of architecting information systems. In the past, enterprise systems might have needed to communicate mainly with other enterprise systems. With the IoT, companies may need to communicate with hundreds or thousands of “intelligent products” and sensors, in addition to other enterprise systems. Those systems might be "owned" by different organizations, companies and people. Such "Systems of Systems" create new challenges of interoperability, scalability and security. The IoT Work Group published the OpenMessagingInterface (O-MI) and Open DataFormat (O-DF) standards in 2014, which are developed for addressing interoperability in the IoT from a Systems of Systems point of view.
The webinar presented the underlying challenges and architecture for these standards, while answering questions such as "Why O-MI/O-DF?”, “What are they?”, and “How are they used?".

53:05

Ms .Net Framework Tutorial - Introduction - part 1

You have to Improve and Gain your knowledge on ASP.NET MVC 5.2 visit this link: http://www...

Ms .Net Framework Tutorial - Introduction - part 1

You have to Improve and Gain your knowledge on ASP.NET MVC 5.2 visit this link: http://www.bestdotnettraining.com/asp-net-mvc-online-training
MS.NETFrame - Don’t miss upon watching 5 Parts of this playlist if you are a MS.NET beginner and has an intention to learn everything about MS.NET Framework and its components like Types of .NET Applications, Common Language Runtime (CLR), BaseClassLibraries etc. Very important point about whether .net is platform independent or not is also discussed in this video.
In this video of MS.NET Framework 4.5 Introduction for beginners we will discuss following topics from ground up.
What isApplication Programming?
What is Platform - Is .NET Platform Independent or dependent?
What are the different types of applications we can develop using .NET?
Definition of MS.NET?
About Versions of .NET Framework?
About Trainer
Mr. Sandeep Soni and is Microsoft Certified Trainer (MCT), MCSD, MCPD and having more than 18+ years of experience which includes training more than 30,000 students and is also a very popular face in providing corporate trainings, online trainings and classroom training. He is favorite of his students and has really made a difference in life of many by giving them a very good foundation in technology specially MS.NET. He has personally recorded over 500 hour's of.net videos ranging from basic to most advanced topics and his excellent video library is hosted at http://www.bestdotnettraining.com.
For FREE .net videos visit http://www.bestdotnettraining.com/freedotnetvideos
Playlist of all other courses offered by https://www.bestdotnettraining.com is at https://www.youtube.com/user/Deccansoft123/playlists
Please don't forget to leave your valuable comment about the quality of our video

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LONDON (AP) — A British surgeon has admitted assaulting two patients by burning his initials into their livers during transplant operations ...Bramhall used an argon beam coagulator, which seals bleeding blood vessels with an electric beam, to mark his initials on the organs ... ....

District JudgeTed Stewart said during a hearing in Salt Lake City that Lyle Jeffs deserved the 57-month prison sentence because his behavior showed he doesn't respect U.S ... Jeffs is an adult. He knows right from wrong." ... He was ordered to pay $1 million in restitution ... "I do humbly accept my responsibly for my actions ... The FBI put up a $50,000 reward....

Norway made the official switch to become the first country in the world to shut down national broadcasts of its FM networks and made to switch to all digital audio broadcasting (DAB), according to The Guardian... 11 ... “There are 2 million cars on Norwegian roads that don’t have DAB receivers, and millions of radios in Norwegian homes will stop working when the FM net is switched off ... -WN.com, Maureen Foody....

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TOKYO, Dec 13, 2017 (BUSINESS WIRE) -- On Thursday, December 14, 2017, Warehouse TERRADA will begin providing the ARCHI-DEPOT STOCK web service enabling the storage of architectural models for 500 yen per month for one unit (100cm x 100cm x 45cm) and the management of architectural models using photographs. Architectural models are imbued with the ......

(CNN)On December 14, the Federal Communications Commission (FCC) is set to vote to roll back the rules that uphold net neutrality -- the principle that internet service providers (ISPs) must allow equal access to web content, regardless of the source ... What you need to know about net neutrality ... What you need to know about net neutrality 01.46. For all the legal debates about net neutrality, the issue is actually simple....

The system is inspired by the biology of the human brain, and is called a neural network ... (NASDAQ ... Image source ... In our approach (which we call "AutoML"), a controller neural net can propose a "child" model architecture, which can then be trained and evaluated for quality on a particular task ... We repeat this process thousands of times -- generating new architectures, testing them, and giving that feedback to the controller to learn from....

NEW YORK (AP) — "Net neutrality" regulations, designed to prevent internet service providers like Verizon, AT&T, Comcast and Charter from favoring some sites and apps over others, are on the chopping block ... WHAT IS NET NEUTRALITY?. Net neutrality is the principle that internet providers treat all web traffic equally, and it's pretty much how the internet has worked since its creation....

Tomorrow, the Federal Communications Commission (FCC) will vote to keep or eliminate net neutrality rules — and if net neutrality is discarded, their decision could potentially turn the American Internet into an oligarchy, controlled and mediated by a few large corporations ...First, what is net neutrality? ... Since Pai has become Chairman, he’s made it the FCC’s priority to reverse Obama’s net neutrality rules....

Ruth Oliphant's series of glass panels are inspired by the architecture of the powerhouse ... Meagan Jones and LouisGrant's soft focused, etched glass photographic prints in black and white create an atmospheric essay on the architectural features of the building. EllenCollins' work also references the building's architectural features by casting in ......

That’s over and above the 96 hours originally recommended by Gov. Rick Scott. Schiffbauer said installation of the larger generator will require some architectural revisions on-site and the issuing of vendor certification. “We’re in the process of redesign with the architect and engineer,” he said ... Add in the new, larger fuel tank and architectural tweaking and that’s probably another $35,000, he said ... Foster said a Feb ... ....

(AP) — A day ahead of a vote by the Federal Communications Commission on a plan to undo the country's net-neutrality rules, Washington Gov ... "Washington state will act under our own authority and under our own laws and under our own jurisdiction to protect the very important measure of net neutrality for all Washington citizens," he said....

Verizon, one of the biggest telecoms companies in the world, stands to benefit greatly from a loss of net neutrality ...Net neutrality campaigners say losing net neutrality will mean internet service providers will be free to trample all over the open web, slowing down services they don't like, and speeding up ones they do ... In Portugal, with no net neutrality, internet providers are starting to split the net into packages....